Yeap. The round one is a concha. You can have "vanilla" and chocolate conchas. The chocolate ones are one of my favorite Mexican sweet bread.
I was also wondering what that thing was. I thought that it was a chocolatine.
As far as I know, in Mexico, we don't use the term "dulce de leche." I...